Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "103"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 103 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 227 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 219 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_17148/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 103, Node 8:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 1.62% 0.873112 -0.364452 -0.311566 -1.039732 -0.468635 -0.506376 -0.486199 -1.161940 0.8053 0.8115 0.2355 3.146041 3.255488
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 1.08% 0.966078 0.055951 -0.624764 -0.882426 -0.523657 -1.036952 -0.824354 -0.971334 0.7520 0.7455 0.2430 2.594387 2.361937
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.551378 -1.018085 1.363065 0.823253 -0.284618 -1.017988 1.026798 -0.080325 0.0290 0.0300 0.0002 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 0.742376 0.105226 -0.770089 -0.851637 0.163006 -0.365833 -0.533947 -0.924920 0.6848 0.6979 0.3599 1.717356 1.676678
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 1.431190 0.412562 -0.671820 -0.774092 -0.456138 0.853557 -0.393678 -0.673915 0.6879 0.6965 0.3538 1.811481 1.689512
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.54% 0.497567 -0.333442 -0.627786 -0.635399 -0.252150 -1.194999 -0.919034 -0.960031 0.7307 0.7252 0.2733 1.948973 1.862672
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.54% 0.879344 -0.541075 -0.877186 -1.088719 0.069080 -1.206122 -0.390503 -1.114143 0.7922 0.7806 0.2088 5.446651 3.888451
2459587 digital_ok 0.00% - - - 100.00% 0.00% 1.224759 0.187764 -0.318139 -0.673521 0.388088 0.986476 -0.655821 -1.103126 nan nan nan 0.000000 0.000000
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 11.89% 5.95% 0.596550 0.765863 -0.824288 1.043261 -0.019709 1.271515 -0.379143 -1.398970 0.6743 0.6821 0.3539 1.517336 1.566937
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.930149 -0.419941 -0.684801 1.735400 1.875776 0.679270 1.156452 -0.621231 0.0301 0.0294 0.0009 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.668609 18.329863 5.585171 5.676902 3.393413 4.160678 -0.502861 -0.865409 0.6874 0.6985 0.3721 0.000000 0.000000
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 96.77% 1.401946 0.810087 0.502588 0.683561 0.391652 0.957484 -0.732339 -0.982693 0.6863 0.6944 0.3753 12.131412 2.625975
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 45.95% 0.00% 1.059334 0.764368 0.694906 0.535909 0.591603 1.261497 0.550063 -0.867492 0.6877 0.6978 0.3750 1.401685 1.323716
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 19.46% 0.54% 1.481089 0.964285 -0.161550 0.616128 -0.037350 1.352037 -0.803699 -0.979963 0.6995 0.7059 0.3678 1.719354 1.709337
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.217030 0.737165 0.673246 0.768236 0.903290 1.396508 -1.108677 -1.037344 0.6886 0.6984 0.3726 0.000000 0.000000
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% 1.541669 0.876542 0.934063 0.922612 0.301287 1.421298 -0.932127 -0.900732 0.6869 0.6978 0.3744 1.471357 1.431011
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.897509 -0.018506 1.009208 1.435148 0.433125 -0.016804 0.849775 -0.970166 0.0287 0.0283 0.0005 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 1.058008 0.407568 -0.037965 0.401256 -0.043167 0.862890 -0.918368 -0.983279 0.6915 0.7016 0.3704 1.623607 1.549440
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 0.00% 0.589057 0.074775 -0.207730 -0.173960 -0.193530 -0.024941 -0.830282 -0.840651 0.7111 0.7215 0.3723 1.494788 1.498298
2459575 digital_ok 0.00% 0.00% 0.00% 0.00% 4.84% 1.08% 0.369546 0.012887 -0.035597 0.000594 0.099913 0.556024 -0.300239 -0.325648 0.7696 0.7711 0.3166 1.626499 1.626078
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.839409 0.439203 -0.247336 -0.186245 -0.641115 -0.456635 -0.324689 -0.805483 0.7063 0.7161 0.3696 1.618098 1.646033
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 1.389074 1.033978 0.943221 1.278029 -0.250277 1.005643 -1.068492 -0.763529 0.7094 0.7179 0.3687 1.451172 1.492698
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 27.57% 0.00% 0.908087 0.348130 -0.041885 -0.019056 -0.527959 0.110857 -0.397022 -0.561603 0.7131 0.7207 0.3670 1.470422 1.459410
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.790013 -0.149324 1.056384 1.296080 -0.021906 -0.502934 0.644979 -0.961284 0.0400 0.0289 0.0026 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.397619 -0.026710 -0.255612 0.075604 -0.080239 -0.192105 -0.723247 -0.325690 0.7837 0.7867 0.2264 2.217942 1.996685
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.783732 0.515023 0.028293 0.556524 -0.850446 0.682540 -0.937797 -1.097584 0.7010 0.7090 0.3837 1.484920 1.491308
2459565 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 6.94% 0.00% -0.447156 -0.514355 -1.566920 -0.246888 -0.989288 1.260957 -0.477051 -0.359456 0.7205 0.7209 0.3782 1.707190 1.546312
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 1.114825 0.562406 1.477811 -0.394631 0.896920 1.445011 -0.827635 -0.670272 0.7128 0.7172 0.3789 1.671922 1.595162
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.447625 -0.967800 -0.800196 -0.902269 -0.531035 -0.599487 -0.262594 -0.304951 0.7152 0.7231 0.3753 1.725609 1.611019
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.345047 -0.980114 -1.035263 -1.176841 -0.958392 -1.072122 -0.586257 -0.817294 0.7182 0.7265 0.3751 1.613840 1.599302
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.144064 -0.803376 -0.775639 -1.126780 -0.535647 -0.881337 -0.204888 -0.597029 0.7103 0.7183 0.3834 1.632036 1.530400
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.91% 0.54% -0.663114 -0.976093 -0.849078 -1.114752 -1.081981 -1.204595 -0.316695 -0.518561 0.7124 0.7193 0.3706 1.614800 1.511551
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.594431 0.619177 0.821178 0.734861 0.066040 0.558988 -0.668346 -0.885987 0.7150 0.7192 0.3782 1.557119 1.501683
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0295 0.0300 0.0003 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.868987 0.710305 0.580399 0.543633 -0.503425 0.392556 -1.065241 -1.089706 0.7145 0.7201 0.3745 1.626492 1.552881
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7164 0.7222 0.3842 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7140 0.7165 0.3812 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.698055 0.489950 -0.042395 1.572759 -0.204364 0.435948 -0.718038 -1.075037 0.7238 0.7260 0.3727 0.622401 0.648047
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.362470 -0.906561 -0.638390 -1.245214 -1.168715 -1.337867 -0.293438 -0.558849 0.7182 0.7227 0.3698 1.616385 1.489077
2459550 digital_ok - 96.71% 96.71% 0.00% - - nan nan nan nan nan nan nan nan 0.0525 0.0537 0.0009 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.681912 0.940945 -0.321059 0.736238 0.768711 0.461440 -0.834091 -1.090085 0.7163 0.7240 0.3810 1.659874 1.626004
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% 0.536040 1.155273 0.550847 -0.506895 -0.361561 1.103835 -0.969698 -1.039749 0.7635 0.7700 0.3350 1.803507 1.550078
2459541 digital_ok 0.00% 1.34% 1.34% 0.00% 21.88% 0.00% 0.408534 0.193646 0.139758 0.585441 -0.211138 1.277194 -1.115177 -0.576248 0.7575 0.7592 0.3154 1.443335 1.483999
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 0.00% -0.132905 -0.428946 -1.175203 -1.210634 -0.395827 0.008163 -0.815602 -0.888754 0.7653 0.7649 0.3289 1.677030 1.504167
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 5.93% 0.00% 0.346264 0.202056 0.220075 1.125673 0.922557 0.742566 -0.980628 -1.442200 0.7444 0.7416 0.3994 1.545378 1.465567
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.277874 -0.200854 -1.069005 -1.144919 -0.617417 0.125299 -0.793293 -0.729953 0.7941 0.7854 0.3368 1.658058 1.494445
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 0.00% -0.359570 -0.556998 -1.132635 -1.251640 0.107671 -0.006339 -0.549088 -0.731956 0.7834 0.7730 0.3381 1.641282 1.585463
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% 0.640497 0.402031 1.073747 1.192526 1.475060 0.697828 -0.932837 -0.820565 0.7316 0.7406 0.3825 1.485407 1.441862
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 0.00% 1.143318 1.059300 1.163827 1.195891 1.125046 0.892835 -0.421259 -0.842762 0.7353 0.7378 0.3763 1.536703 1.492192
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% -0.746722 -0.820927 -0.796746 -0.990473 -1.048995 -0.900448 -0.658334 -0.560976 0.7483 0.7485 0.3823 1.609984 1.526229
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.446302 0.659831 0.848991 1.390001 -0.531498 -1.037216 -0.898356 -0.828955 0.9169 0.9461 0.2786 0.000000 0.000000
2459523 digital_ok 0.00% - - - 12.24% 0.00% 0.035304 0.427793 0.004163 1.425982 0.157791 -0.683185 -1.119033 -1.279783 nan nan nan 2.222492 2.043493
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.432552 -0.005951 0.574706 1.066938 -0.692531 -0.265270 -0.486502 -0.566255 0.7067 0.7359 0.3237 1.985106 1.801171
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.743993 -0.025685 0.670108 0.790363 0.189232 -0.999739 0.779847 -0.801570 0.0452 0.0380 0.0057 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 0.433911 0.233589 0.253203 0.639456 -1.025254 -0.864922 -0.677061 -0.230541 0.9267 0.9590 0.1570 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.587484 -0.149848 -0.039994 -0.002892 0.616906 -0.804961 -0.705792 -0.954466 0.8918 0.8754 0.1822 5.703400 4.043983
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% 0.544831 0.730950 0.123805 1.101677 -0.432614 1.137773 -0.561708 -0.948542 0.8887 0.8859 0.4168 0.000000 0.000000
2459501 digital_ok 0.00% 0.00% 0.00% 0.00% 76.74% 0.00% 1.430249 1.462759 0.913262 1.625571 -0.711062 0.108974 -0.826212 -1.250142 0.8886 0.9172 0.3681 0.000000 0.000000
2459500 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 1.355699 1.818563 0.890218 1.524171 0.381655 1.626655 -0.891332 -1.060255 0.8973 0.9148 0.3595 0.000000 0.000000
2459499 digital_ok 0.00% 0.00% 0.00% 0.00% 97.37% 0.00% 1.536650 1.848548 1.613226 1.704338 1.177080 1.455550 -1.108891 -1.205844 0.8945 0.9485 0.1715 0.000000 0.000000
2459498 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 1.990032 1.882456 1.450954 1.507062 0.984234 1.107148 -1.275820 -1.190131 0.9078 0.9183 0.3951 0.000000 0.000000
2459497 digital_ok 0.00% 0.00% 0.00% 0.00% 97.37% 0.00% 2.831304 2.679676 1.664295 1.634623 1.217944 1.376571 -1.110009 -0.954014 0.9227 0.9441 0.3140 0.000000 0.000000
2459496 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 2.066696 2.225081 1.196651 1.419311 0.376282 0.902606 -0.853040 -0.980326 0.8872 0.9042 0.3714 0.000000 0.000000
2459495 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 1.594562 1.740925 1.032703 1.333967 0.285495 0.941511 -0.811902 -0.995912 0.8824 0.8992 0.4103 0.000000 0.000000
2459494 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.657295 3.676239 1.759259 2.134379 1.259155 2.554772 4.256699 6.217862 0.8777 0.8923 0.4229 0.000000 0.000000
2459492 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.545779 0.776931 1.290691 1.222913 0.603283 0.126756 -0.437499 -1.297352 0.7610 0.8064 0.3182 0.000000 0.000000
2459491 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.373326 0.560205 0.639841 0.528497 -0.178651 -0.978450 -0.373798 -1.067278 0.7938 0.8189 0.2635 0.000000 0.000000
2459490 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.652403 1.551572 -0.213858 0.225455 0.273100 0.472972 1.802992 -0.036256 0.7566 0.8027 0.3482 0.000000 0.000000
2459489 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.261115 1.383421 0.508529 0.565501 1.168978 0.746828 -1.010282 -0.520031 0.7733 0.8097 0.3023 0.000000 0.000000
2459488 digital_ok 0.00% 0.00% 0.00% 0.00% 85.71% 14.29% 1.266648 1.270363 1.119386 1.271277 -0.380626 -0.016210 -1.700924 -1.667701 0.7746 0.8125 0.3328 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 103: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 7.659884 7.659884 6.847248 1.904106 2.361927 3.170420 4.135273 -1.601506 -1.461698

Antenna 103: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 1.293478 0.495105 1.293478 -0.574309 -0.623044 -2.582061 -2.512957 -1.540221 -1.616718

Antenna 103: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 7.954127 7.954127 5.007361 2.905223 3.297659 4.745934 5.775051 -2.052113 -1.964466

Antenna 103: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 12.477244 5.113063 12.477244 3.310448 3.546755 5.092656 3.489352 -1.883222 -1.976235

Antenna 103: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 8.748274 3.776072 8.748274 1.168254 1.252214 -0.481223 0.049114 1.739923 1.963707

Antenna 103: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 8.955560 8.955560 3.825370 2.434922 1.970686 0.570738 0.657274 1.066417 0.972541

Antenna 103: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 8.787514 3.819027 8.787514 1.574228 2.761861 2.855626 1.692130 2.807933 3.150177

Antenna 103: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 3.411272 0.783983 3.411272 0.331005 0.986143 0.662441 1.106016 0.237595 0.577996

Antenna 103: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 6.217442 2.271656 6.217442 0.717924 1.802438 1.392518 1.497143 0.286940 0.948032

Antenna 103: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 2.985841 2.985841 0.678157 1.309463 0.648162 0.944075 0.629818 0.640519 0.111735

Antenna 103: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 6.916437 2.371377 6.916437 0.898350 1.726538 0.802360 1.217225 1.060027 1.378971

Antenna 103: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 4.925378 1.927478 4.925378 0.710924 1.651195 1.539971 1.179170 1.760005 2.237552

Antenna 103: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 7.745638 7.745638 2.903213 2.111720 1.122714 1.498058 1.151187 1.909360 0.964440

Antenna 103: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 9.774005 3.960378 9.774005 2.857754 3.884974 1.675863 1.537640 1.407971 2.190718

Antenna 103: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 9.559676 4.059749 9.559676 2.009307 3.216961 1.496885 3.201021 0.568291 0.778605

Antenna 103: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 7.311094 2.894573 7.311094 1.172698 1.897903 0.606955 0.196591 0.740468 0.991225

Antenna 103: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 6.935386 2.677325 6.935386 1.197012 2.106585 -0.296186 -0.153034 0.660723 0.342576

Antenna 103: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 3.844638 0.039302 1.648033 3.405463 3.844638 1.973783 -0.116023 3.106317 2.533727

Antenna 103: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 Nnan Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 8.263155 0.210810 2.490625 7.452415 8.263155 2.856603 0.133041 4.570679 3.542970

Antenna 103: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 8.755110 3.681806 8.755110 3.075608 2.663600 2.873226 1.115604 0.694663 0.463172

Antenna 103: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 4.545031 4.545031 1.542808 0.895725 0.661447 0.880414 0.720699 0.698275 0.486520

Antenna 103: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 RF_maintenance nn Power 3.229997 1.228370 -0.129664 3.229997 3.172539 0.582193 2.327774 1.401146 2.428900

Antenna 103: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 RF_maintenance ee Power 3.323954 1.163010 -0.042561 3.219725 3.323954 1.989524 2.194469 1.425233 2.388539

Antenna 103: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 RF_maintenance nn Power 3.994050 2.128177 0.443733 3.994050 3.801100 2.153750 2.605192 2.018557 2.706245

Antenna 103: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 RF_maintenance nn Shape 10.107326 10.107326 4.281059 2.767059 2.561344 1.407051 2.651397 0.795753 0.770970

Antenna 103: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 RF_maintenance ee Power 3.433784 0.296869 1.475009 3.433784 3.372009 2.579858 1.988733 2.560861 1.673845

Antenna 103: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 RF_maintenance ee Power 3.888758 1.493441 0.485636 3.799395 3.888758 1.749311 2.111726 0.993006 1.584566

Antenna 103: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 RF_maintenance ee Temporal Discontinuties 3.787638 1.049746 0.319293 2.577459 2.681302 1.984650 1.925409 2.544175 3.787638

Antenna 103: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 RF_maintenance ee Temporal Variability 5.201419 1.691438 0.389502 3.419273 3.392503 3.919968 5.201419 2.832238 3.834194

Antenna 103: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 RF_maintenance nn Power 2.877504 1.214837 0.210542 2.877504 2.765929 1.574795 1.738634 1.547710 2.240322

Antenna 103: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 10.406229 4.809229 10.406229 3.472972 3.122382 2.621153 2.152988 1.893555 2.275727

Antenna 103: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Power 3.510390 0.305544 1.054200 3.510390 3.467078 0.498345 -0.159800 0.903918 0.273096

Antenna 103: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 2.749714 1.078126 0.049207 2.749714 2.662087 0.640024 1.495459 1.601411 2.313470

Antenna 103: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Variability 5.561576 0.024240 1.207867 3.810810 4.090207 5.561576 3.728990 4.157233 2.938931

Antenna 103: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 2.978656 -0.191920 1.064027 2.850448 2.978656 1.517808 1.055868 2.596572 1.845337

Antenna 103: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Discontinuties 2.927397 0.032185 1.101685 2.694058 2.742116 1.155064 0.968145 2.927397 2.517340

Antenna 103: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 8.355528 3.677305 8.355528 2.397862 2.531104 2.191875 2.303322 1.333316 1.819090

Antenna 103: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Power 3.404482 1.310194 -0.051657 3.392039 3.404482 1.741518 1.590213 2.157444 2.925629

Antenna 103: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power inf 389.598860 389.580884 inf inf 2171.646924 1653.190859 6471.490600 6516.380053

Antenna 103: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Power 1.263416 -0.817618 -0.733225 1.145991 1.263416 0.409087 0.994723 0.294978 1.213957

Antenna 103: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Power 1.357410 -0.913077 -0.609141 1.091628 1.357410 0.367210 0.579548 0.419731 0.908758

Antenna 103: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 7.244838 2.740944 7.244838 2.584369 3.146757 2.045151 2.425770 2.420037 2.869585

Antenna 103: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape 1.818988 0.163039 1.818988 -0.941658 0.024723 -0.979540 0.738188 -0.518465 -0.788278

Antenna 103: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape 5.454370 -0.916950 5.454370 0.869232 1.247238 0.662198 0.313485 0.420440 -0.878126

Antenna 103: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape 21.104565 0.842287 21.104565 4.784858 4.388561 0.545999 -0.132642 2.401219 -1.170919

Antenna 103: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape 3.035705 1.952144 3.035705 0.098598 0.494917 2.685309 2.201608 -0.020063 -0.774148

Antenna 103: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape 0.620544 0.620544 -0.466605 0.104100 -0.755789 -0.760538 -0.626844 -0.044290 -0.452098

Antenna 103: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape 0.851154 -0.426284 0.851154 -0.188199 0.367555 -0.466737 -0.111212 -0.190433 0.109914

Antenna 103: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Discontinuties 1347.423274 744.896247 744.896247 663.521454 663.521454 553.456640 553.456640 1347.423274 1347.423274

Antenna 103: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Temporal Discontinuties 1471.808881 435.268233 435.268233 360.617759 360.617759 372.185021 372.185021 1471.808881 1471.808881

Antenna 103: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Discontinuties 29.291697 13.947923 13.947923 13.650780 13.650780 14.572633 14.572633 29.291697 29.291697

Antenna 103: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Discontinuties 0.571508 -0.579771 0.497818 -0.286710 0.433914 -0.770949 -0.344386 0.360752 0.571508

Antenna 103: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Shape 1.559753 1.559753 0.426874 0.551897 -0.041330 -0.692493 0.000091 0.504925 0.140619

Antenna 103: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok nn Shape 1.076969 0.768139 1.076969 0.672700 0.052259 -0.416825 -0.024742 -0.066496 -0.276310

Antenna 103: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Shape 0.507119 0.507119 -0.146991 -0.371547 -0.764227 -1.553860 -1.397336 -0.092340 -0.171753

Antenna 103: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Shape 0.323991 0.323991 -0.210258 -0.175126 -0.894380 -0.399669 -0.761833 -0.399030 0.025181

Antenna 103: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Temporal Variability 21.111427 0.224773 -0.184242 1.570737 -0.260742 21.111427 -0.547675 3.228868 0.125758

Antenna 103: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 103: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 2.761997 -0.194473 0.264222 -0.684085 2.761997 -1.258032 0.238595 -0.547976 -0.200923

Antenna 103: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 2.912514 0.499159 0.731506 -0.464988 2.912514 -0.452352 1.031896 -0.680274 -0.189932

Antenna 103: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 3.310517 0.550229 0.284557 3.310517 -0.579941 0.480004 -0.259142 -0.185454 -0.609451

Antenna 103: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 4.636927 -0.082588 0.807283 0.595530 4.636927 0.882037 1.465689 -0.223608 0.090706

Antenna 103: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 3.259391 0.887947 -0.088304 3.259391 -0.226921 0.386564 -0.390762 0.701105 0.857233

Antenna 103: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 3.066932 -0.196657 0.625299 -0.486275 3.066932 -0.356232 1.047396 0.418817 0.529326

Antenna 103: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 3.601415 1.090242 0.134256 3.601415 -0.350874 2.499878 0.494464 0.354592 -0.025402

Antenna 103: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 3.215118 0.171570 0.408302 -0.224996 3.215118 0.004147 0.307931 -0.306469 1.071791

Antenna 103: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 3.042854 0.060327 0.901897 -0.547447 3.042854 -0.502308 0.731435 0.043735 1.258834

Antenna 103: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 103: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Shape 2.857909 0.637340 2.857909 1.150003 0.469761 0.159583 -0.122497 0.168497 1.687028

Antenna 103: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 2.937781 0.523082 0.240450 2.937781 -0.785419 -0.015204 0.229828 1.065915 0.522493

Antenna 103: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 5.554613 0.373494 1.211133 -0.568907 5.554613 -0.636755 5.438329 2.145962 2.324413

Antenna 103: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Shape 2.864260 2.864260 0.548753 0.162483 0.556529 2.424804 1.728752 1.818849 -0.079495

Antenna 103: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 3.919659 0.247116 1.106239 -0.818276 3.919659 -0.673129 2.672684 -0.385118 1.418857

Antenna 103: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 2.673407 0.400238 0.095761 2.673407 -0.979772 1.240052 -0.825586 0.047733 -0.037210

Antenna 103: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 2.200358 -0.012946 0.657981 -1.030328 2.200358 -0.727484 1.655009 0.081261 0.439027

Antenna 103: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 2.148597 -0.493270 0.453795 -0.905632 2.148597 -0.789689 1.989211 0.012092 0.743707

Antenna 103: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 2.864090 -0.108885 0.625110 -1.078386 2.864090 -0.818074 1.448979 -0.902266 -0.163226

Antenna 103: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 1.141146 -0.217746 0.378574 -0.811651 1.141146 -0.565942 0.474039 0.363654 0.665694

Antenna 103: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Shape 3.521050 3.521050 0.023565 0.329795 0.966076 -0.065574 -0.220689 1.098464 -0.666493

Antenna 103: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 2.013444 0.408009 0.752902 -0.892846 2.013444 -0.265964 1.143433 -0.078372 0.888306

Antenna 103: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 2.964268 0.829478 -0.271852 2.964268 -0.482704 2.343793 -0.706600 0.479913 -0.206868

Antenna 103: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 2.880401 1.281610 -0.568216 2.880401 -0.942233 0.152588 -0.829118 2.586692 -0.915767

Antenna 103: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Temporal Variability 7.440807 0.315315 0.919572 -0.831627 3.207641 -0.538292 7.440807 -1.109493 3.873781

Antenna 103: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 1.440033 0.689722 0.044940 1.440033 -0.742488 -0.423381 -0.912276 0.154287 -0.322568

Antenna 103: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 103: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Temporal Variability 0.289113 -0.465084 -0.465084 -0.474191 -0.474191 0.289113 0.289113 -0.101769 -0.101769

Antenna 103: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 2.374703 0.948786 -0.037619 2.374703 -0.865022 1.282995 -0.842887 0.444922 -0.392193

Antenna 103: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 2.897443 1.175442 0.077520 2.897443 -0.670174 1.335456 -1.050075 1.586290 -0.761538

Antenna 103: 2459642

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 3.153565 0.698370 0.322946 3.153565 -0.977630 0.114641 0.012401 0.485376 0.415275

Antenna 103: 2459640

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 3.110476 1.061193 0.686670 3.110476 -0.586975 0.173814 0.852282 0.017104 -0.314665

Antenna 103: 2459639

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 8 digital_ok ee Power 2.889650 0.539574 0.097521 2.889650 -0.679976 0.269245 -1.108265 -0.219471 -0.545070